Freelance AI Finance Content Reviewer (Outlier AI)
TextFreelance AI Finance Content Reviewer assessing large volumes of AI-generated text responses related to accounting, finance, valuation, auditing, and financial reporting. Responsibilities included verifying factual accuracy, evaluating reasoning quality, checking regulatory/compliance alignment, and ensuring responses were complete and internally consistent. The role required producing structured human evaluations and expert feedback to improve model performance and reduce hallucinations. • Applied rubric-based evaluation and response ranking to judge answer quality. • Performed fact verification, hallucination detection, and identification of calculation/accounting errors. • Validated AI-generated financial models, valuation exercises, and accounting scenarios. • Delivered detailed expert feedback supporting RLHF-style human guidance for finance concepts.